At £1500 for coding, a real build is achievable: Qwen2.5-Coder-32B-Instruct Q4_K_M for around £403 — the best coding value at this budget.
Used office tower + Tesla P40 24GB
£340–£465
runs Qwen2.5-Coder-32B-Instruct Q4_K_M
no published benchmark yet
Qwen2.5-Coder-32B-Instruct Q4_K_M for around £403 — the best coding value at this budget
- This is a noisy, fiddly, enthusiast build — not for someone who wants it to 'just work'
- Corporate towers (Dell OptiPlex, HP EliteDesk/ProDesk) often ship with proprietary or low-wattage PSUs — check for a free PCIe x16 slot, physical case clearance, and budget for a replacement 750W PSU before buying a GPU for it
- Passive cooling only — no fan. You must fit a 3D-printed shroud and a high-static-pressure fan or it will thermal-throttle
- No video output at all — you need a second GPU or the host's onboard/iGPU video for a display
- Requires 'Above 4G Decoding' / Re-Size BAR enabled in the host BIOS to be recognised correctly
- Pascal architecture with no Tensor Cores — markedly slower than a same-VRAM RTX card, so pin your driver/CUDA versions and avoid bleeding-edge llama.cpp builds that assume newer GPUs
- Draws ~250W continuously under load — a real electricity cost if left on
- Buy new, not used, and confirm it has enough spare 8-pin PCIe power connectors for the GPU you're pairing it with — a failing or underpowered PSU can take a used GPU down with it
What's in it
Prices checked: 2026-08-26
How to put it together
- Enable 'Above 4G Decoding' / Re-Size BAR in the motherboard BIOS before installing the card
- 3D-print (or buy printed) a P40 fan shroud and fit a high-static-pressure 40-92mm fan to it
- Fit the 750W PSU and connect the two 8-pin EPS/PCIe power leads the P40 needs (check your specific card's power connector — some use CPU EPS connectors via an adapter)
- Seat the P40 in the primary PCIe x16 slot; keep the onboard/iGPU video output connected for the display
- Install the datacentre driver branch for Pascal and pin that driver version — avoid unattended driver upgrades
- Install llama.cpp with CUDA support and load a Q4_K_M model to confirm GPU offload and check temperatures under load
- Confirm the fan shroud fan is powered from a fan header or molex before first boot — running the card without airflow for even a few minutes under load risks thermal throttling or damage
Used office tower + RTX 3090
£950–£1120
runs Qwen2.5-Coder-32B-Instruct Q4_K_M
no published benchmark yet
Qwen2.5-Coder-32B-Instruct Q4_K_M for around £1035 — a strong coding option at this budget
- Noisy under load
- Corporate towers (Dell OptiPlex, HP EliteDesk/ProDesk) often ship with proprietary or low-wattage PSUs — check for a free PCIe x16 slot, physical case clearance, and budget for a replacement 750W PSU before buying a GPU for it
- Needs 2×8-pin PCIe power — check the host PSU before buying
- No warranty on used cards; test with a memory stress tool on arrival
- 2026 DRAM/GDDR shortage has pushed used prices to roughly double the 2024-25 norm, and a 3090 alone now costs more than a tower and PSU combined — shop around, don't assume older price guides still apply, and don't expect this to be a budget tier
- Buy new, not used, and confirm it has enough spare 8-pin PCIe power connectors for the GPU you're pairing it with — a failing or underpowered PSU can take a used GPU down with it
What's in it
Prices checked: 2026-08-26
How to put it together
- Open the tower side panel and remove the existing PSU
- Fit the 750W PSU and connect motherboard 24-pin and CPU 8-pin
- Seat the 3090 in the top PCIe x16 slot and connect both 8-pin PCIe cables
- Boot, install drivers, then run a llama.cpp model to confirm GPU offload
- Many office towers have short cases — check card length (~313mm) fits before buying
Used office tower + RTX 3060 12GB
£325–£420
runs Qwen2.5-Coder-14B-Instruct Q4_K_M
no published benchmark yet
Qwen2.5-Coder-14B-Instruct Q4_K_M for around £373 — a strong coding option at this budget
- Limited to models that comfortably fit in 12GB VRAM (roughly 8B-class at Q4)
- Cheapest way into a usable local chat rig as of August 2026
- Corporate towers (Dell OptiPlex, HP EliteDesk/ProDesk) often ship with proprietary or low-wattage PSUs — check for a free PCIe x16 slot, physical case clearance, and budget for a replacement 750W PSU before buying a GPU for it
- Needs a PSU with a free 8-pin PCIe connector
- Plain GDDR6 (not GDDR6X) has kept this card largely insulated from the 2026 memory-chip shortage — currently the best £/VRAM entry point
- Buy new, not used, and confirm it has enough spare 8-pin PCIe power connectors for the GPU you're pairing it with — a failing or underpowered PSU can take a used GPU down with it
What's in it
Prices checked: 2026-08-26
How to put it together
- Open the tower side panel and check for a free PCIe x16 slot and an 8-pin PCIe power lead
- Fit the 750W PSU if the stock one lacks an 8-pin PCIe connector, wiring the 24-pin motherboard and CPU 8-pin
- Seat the RTX 3060 in the primary PCIe x16 slot and connect the 8-pin PCIe cable
- Boot into the OS and install the latest NVIDIA driver
- Install Ollama or llama.cpp and pull a Q4_K_M model to confirm it loads onto the GPU
- Office towers with a proprietary (e.g. SFX or low-wattage) PSU won't have a spare PCIe power lead — check before assuming the stock PSU is enough
Used office tower + RTX 4060 Ti 16GB
£480–£675
runs Qwen2.5-Coder-14B-Instruct Q4_K_M
no published benchmark yet
Qwen2.5-Coder-14B-Instruct Q4_K_M for around £578 — a strong coding option at this budget
- 16GB VRAM is enough for a genuinely useful 14B coding model at Q4
- Lower power draw (165W) than a 3060 Ti/3090 build, so it can run on a cheaper PSU if you already have one with a free 8-pin
- Corporate towers (Dell OptiPlex, HP EliteDesk/ProDesk) often ship with proprietary or low-wattage PSUs — check for a free PCIe x16 slot, physical case clearance, and budget for a replacement 750W PSU before buying a GPU for it
- Only a x8 PCIe link on most models — negligible effect on LLM inference, but worth knowing
- Prices have risen noticeably since spring 2026 alongside broader GPU memory shortages; current live listings sit well above older price-tracker averages
- Buy new, not used, and confirm it has enough spare 8-pin PCIe power connectors for the GPU you're pairing it with — a failing or underpowered PSU can take a used GPU down with it
What's in it
Prices checked: 2026-08-26
How to put it together
- Open the tower side panel and check for a free PCIe x16 slot
- Fit the 750W PSU, connecting the 24-pin motherboard and CPU 8-pin leads
- Seat the RTX 4060 Ti in the primary PCIe x16 slot and connect its 8-pin PCIe power cable
- Boot, install the latest NVIDIA driver, and confirm the card is detected (nvidia-smi)
- Install llama.cpp or Ollama and load a Q4_K_M 14B model to confirm full GPU offload
- Some 4060 Ti cards are 2.5-3 slots wide — measure your case clearance, not just card length